Welcome to pyESMDA’s documentation!

pyESMDA

Python Ensemble Smoother with Multiple Data Assimilations

This package is an object-oriented python implementation of the ES-MDA algotithm based on the work of Emerick and Reynolds [1-2].

• Free software: MIT license

• Documentation: https://pyesmda.readthedocs.io.

The original python implementation was by Muhammad Iffan Hannanu (https://github.com/iffanh/Playground).

References

• [1] Emerick, A. A. and A. C. Reynolds, Ensemble smoother with multiple data assimilation, Computers & Geosciences, 2012.

• [2] Emerick, A. A. and A. C. Reynolds. (2013). History-Matching Production and Seismic Data in a Real Field Case Using the Ensemble Smoother With Multiple Data Assimilation. Society of Petroleum Engineers - SPE Reservoir Simulation Symposium 2013. 2. 10.2118/163675-MS.

Contents:

• pyESMDA
  • References
• Installation
  • Stable release
  • From sources
• Usage
• Contributing
  • Types of Contributions
  • Working on issues
  • Merge Request Guidelines
  • Setting up pyESMDA for local development
• Credits
  • Development Lead
  • Contributors
• Changelog
  • 0.1.0 (2021-11-28)

API Reference

Contents:

API reference

• pyesmda

Indices and tables

• Index

• Module Index

• Search Page